aparrish / spacy_intro.ipynb

Last active March 14, 2025 21:43

NLP Concepts with spaCy. Code examples released under CC0 https://creativecommons.org/choose/zero/, other text released under CC BY 4.0 https://creativecommons.org/licenses/by/4.0/

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madrugado / Keras_usage_example.ipynb

Last active June 28, 2025 20:14

Keras usage example, simple text classification

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mdonkers / server.py

Last active November 27, 2025 15:10

Simple Python 3 HTTP server for logging all GET and POST requests

	#!/usr/bin/env python3
	"""
	License: MIT License
	Copyright (c) 2023 Miel Donkers

	Very simple HTTP server in python for logging requests
	Usage::
	./server.py [<port>]
	"""
	from http.server import BaseHTTPRequestHandler, HTTPServer

zmts / tokens.md

Last active December 3, 2025 15:55

Про токены, JSON Web Tokens (JWT), аутентификацию и авторизацию. Token-Based Authentication

Last major update: 25.08.2020

Что такое авторизация/аутентификация
Где хранить токены
Как ставить куки ?
Процесс логина
Процесс рефреш токенов
Кража токенов/Механизм контроля токенов

fchollet / classifier_from_little_data_script_1.py

Last active February 26, 2025 01:37

Updated to the Keras 2.0 API.

	'''This script goes along the blog post
	"Building powerful image classification models using very little data"
	from blog.keras.io.
	It uses data that can be downloaded at:
	https://www.kaggle.com/c/dogs-vs-cats/data
	In our setup, we:
	- created a data/ folder
	- created train/ and validation/ subfolders inside data/
	- created cats/ and dogs/ subfolders inside train/ and validation/
	- put the cat pictures index 0-999 in data/train/cats

bsweger / useful_pandas_snippets.md

Last active December 1, 2025 15:53

Useful Pandas Snippets

A personal diary of DataFrame munging over the years.

Data Types and Conversion

Convert Series datatype to numeric (will error if column has non-numeric values)
(h/t @makmanalp)

mblondel / letor_metrics.py

Last active September 19, 2024 06:13

Learning to rank metrics.

	# (C) Mathieu Blondel, November 2013
	# License: BSD 3 clause

	import numpy as np


	def ranking_precision_score(y_true, y_score, k=10):
	"""Precision at rank k

	Parameters

berezovskyi / sqlreset.sql

Last active March 21, 2023 07:59

this script cleans all views, SPS, functions PKs, FKs and tables. Author: http://stackoverflow.com/a/1473313/464590

	/* Drop all non-system stored procs */
	DECLARE @name VARCHAR(128)
	DECLARE @SQL VARCHAR(254)

	SELECT @name = (SELECT TOP 1 [name] FROM sysobjects WHERE [type] = 'P' AND category = 0 ORDER BY [name])

	WHILE @name is not null
	BEGIN
	SELECT @SQL = 'DROP PROCEDURE [dbo].[' + RTRIM(@name) +']'
	EXEC (@SQL)

damianavila / remove_output.py

Created April 3, 2013 22:05

Remove output from IPython notebook from the command line (dev version 1.0)

	"""
	Usage: python remove_output.py notebook.ipynb [ > without_output.ipynb ]
	Modified from remove_output by Minrk

	"""
	import sys
	import io
	import os
	from IPython.nbformat.current import read, write

adam-p / cb.py

Created November 30, 2012 01:37

Python function to copy text to clipboard (so far only supports Windows).

	import sys
	import subprocess

	def copy(s):
	if sys.platform == 'win32' or sys.platform == 'cygwin':
	subprocess.Popen(['clip'], stdin=subprocess.PIPE).communicate(s)
	else:
	raise Exception('Platform not supported')

	'''

Andrei Shirobokov feeeper

Про токены, JSON Web Tokens (JWT), аутентификацию и авторизацию. Token-Based Authentication

Useful Pandas Snippets

Data Types and Conversion